John read the news with a cold shock. His teenage diary, containing every embarrassing crush and secret desire, had been published online. He felt a surge of rage, wanting to obliterate the source. But as he reread the entries, something unexpected happened.

He remembered the vulnerable, uncertain boy he once was, filled with dreams and fears. He knew the longing for acceptance, the raw pain of rejection. He saw the world from his eyes. He imagined the ridicule, but also the potential for connection.

A warmth spread through him. He saw the girl across the ages, and his heart was filled with something soft. It was quiet, deep, and sincere. He wondered what he could do to protect the younger version of himself. He sat back and began to consider his options.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344